Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-04-13 1.026744 1.239005 1.507401 1.881337 2.405672 3.143572e+00 4.320441
2025-04-20 0.781839 1.036629 1.410702 2.039830 3.171583 5.397173e+00 11.241079
2025-04-27 0.640490 0.900902 1.322584 2.134767 3.925324 8.811866e+00 34.041089
2025-05-04 0.538302 0.786773 1.216397 2.128137 4.488596 1.325371e+01 136.597982
2025-05-11 0.459488 0.688985 1.103935 2.047665 4.813524 1.838737e+01 1322.194536
2025-05-18 0.413873 0.636974 1.059487 2.094994 5.599875 3.095224e+01 NaN
2025-05-25 0.382814 0.604041 1.042347 2.201289 6.799255 6.450466e+01 NaN
2025-06-01 0.350011 0.561820 0.994885 2.204633 7.638617 1.299007e+02 NaN
2025-06-08 0.317494 0.515182 0.927600 2.121980 7.970635 2.353384e+02 NaN
2025-06-15 0.300572 0.496424 0.918811 2.219099 9.662444 1.598222e+03 NaN
2025-06-22 0.281329 0.470315 0.887396 2.228623 10.887995 1.640179e+06 NaN
2025-06-29 0.261232 0.440055 0.840504 2.165030 11.447856 NaN NaN
2025-07-06 0.243931 0.414230 0.801546 2.122208 12.279634 NaN NaN
2025-07-13 0.237836 0.411272 0.819909 2.316301 16.922973 NaN NaN
2025-07-20 0.229027 0.401373 0.818297 2.431656 21.822976 NaN NaN
2025-07-27 0.217171 0.383476 0.791869 2.423870 24.828936 NaN NaN
2025-08-03 0.203930 0.361282 0.750243 2.326955 25.363393 NaN NaN
2025-08-10 0.196259 0.350894 0.740247 2.383951 31.399929 NaN NaN
2025-08-17 0.190951 0.345316 0.743074 2.512339 43.640042 NaN NaN
2025-08-24 0.183101 0.333137 0.724568 2.516387 51.890014 NaN NaN
2025-08-31 0.173637 0.316465 0.690419 2.416495 52.523623 NaN NaN
2025-09-07 0.169479 0.311904 0.692350 2.533904 76.847627 NaN NaN
2025-09-14 0.163496 0.302515 0.678025 2.545443 96.014231 NaN NaN